Point Cloud Classification on ModelNet-C Unaugmented (test)
93.9Overall AccuracySimpleView
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SimpleViewEnsemble size=12023.03 | 93.9 | 1.047 | 0.872 | 0.715 | 1.242 | 1.357 | 0.983 | 0.844 | 1.316 | |
| CurveNetEnsemble size=12023.03 | 93.8 | 0.927 | 0.872 | 0.725 | 0.71 | 1.024 | 1.346 | 1 | 0.809 | |
| EPiCBackbone=GDANet, Ensemble size=122023.03 | 93.6 | 0.704 | 0.936 | 0.864 | 0.315 | 0.478 | 0.295 | 0.862 | 1.177 | |
| EPiCBackbone=RPC, Ensemble size=122023.03 | 93.6 | 0.75 | 0.915 | 1.057 | 0.323 | 0.44 | 0.281 | 0.902 | 1.33 | |
| PAConvEnsemble size=12023.03 | 93.6 | 1.104 | 0.904 | 1.465 | 1 | 1.005 | 1.085 | 1.298 | 0.967 | |
| GDANetEnsemble size=12023.03 | 93.4 | 0.892 | 0.83 | 0.839 | 0.794 | 0.894 | 0.871 | 1.036 | 0.981 | |
| EPiCBackbone=PCT, Ensemble size=122023.03 | 93.4 | 0.646 | 0.894 | 0.851 | 0.306 | 0.435 | 0.285 | 0.735 | 1.019 | |
| EPiCBackbone=DGCNN, Ensemble size=122023.03 | 93 | 0.669 | 1 | 0.68 | 0.331 | 0.498 | 0.349 | 0.807 | 1.019 | |
| PCTEnsemble size=12023.03 | 93 | 0.925 | 0.872 | 0.87 | 0.528 | 1 | 0.78 | 1.385 | 1.042 | |
| RPCEnsemble size=12023.03 | 93 | 0.863 | 0.84 | 0.892 | 0.492 | 0.797 | 0.929 | 1.011 | 1.079 | |
| PointNet++Ensemble size=12023.03 | 93 | 1.072 | 0.872 | 1.177 | 0.641 | 1.802 | 0.614 | 0.993 | 1.405 | |
| DGCNNEnsemble size=12023.03 | 92.6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| RSCNNEnsemble size=12023.03 | 92.3 | 1.13 | 1.074 | 1.171 | 0.806 | 1.517 | 0.712 | 1.153 | 1.479 | |
| EPiCBackbone=CurveNet, Ensemble size=122023.03 | 92.1 | 0.742 | 1.245 | 0.617 | 0.363 | 0.585 | 0.495 | 1.029 | 0.86 | |
| PointNetEnsemble size=12023.03 | 90.7 | 1.422 | 1.266 | 0.642 | 0.5 | 1.072 | 2.98 | 1.593 | 1.902 |